Correlation matrixes are used to show relationships among a large data set. This can be helpful if one is trying to track genetic inheritances among an animal population as is depicted above. But can also be used for large human populations to track how they're moving in a specific geographic area.
http://www.livestockgenomics.csiro.au/Genome_to_Phenome/matrix32_blocked.png
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